Multivariate Statistical Machine Learning Methods for Genomic Prediction

Name: Multivariate Statistical Machine Learning Methods for Genomic Prediction
Brand: Springer Nature
SKU: 9783030890094
Availability: InStock

Multivariate Statistical Machine Learning Methods for Genomic Prediction

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783030890094

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

This book is open access under a CC BY 4.0 license This open access book brings together the latest genome base prediction models currently being used by statisticians, breeders and data scientists. It provides an accessible way to understand the theory behind each statistical learning tool, the required pre-processing, the basics of model building, how to train statistical learning methods, the basic R scripts needed to implement each statistical learning tool, and the output of each tool. To do so, for each tool the book provides background theory, some elements of the R statistical software for its implementation, the conceptual underpinnings, and at least two illustrative examples with data from real-world genomic selection experiments. Lastly, worked-out examples help readers check their own comprehension. The book will greatly appeal to readers in plant (and animal) breeding, geneticists and statisticians, as it provides in a very accessible way the necessary theory, the appropriate R code, and illustrative examples for a complete understanding of each statistical learning tool. In addition, it weighs the advantages and disadvantages of each tool.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $49.99 - $49.99

BEST PRICE

Single Product Purchase

$49.99

@ Link.springer.com BUY Now

Price Comparison

Seller	Contact Seller	List Price	On Sale	Shipping	Best Promo	Final Price	Volume Discount	Financing	Availability	Seller's Page
BEST PRICE 1 Product Purchase @ Link.springer.com Rate Seller This functionality is for registered users only. Go to Login/Register		$49.99	$49.99			$49.99		See Site	In stock	Visit Store